Deep neural network model for hypertension risk level detection using ECG signal

• Main Author: Lau, Kai Yun
• Other Authors: Vidya Sudarshan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Medicine, Health and Life Sciences; Hypertension risk level; Neural network; ECG signal
• Online Access: https://hdl.handle.net/10356/175003
• Institution: Nanyang Technological University

Background and Objectives: Early detection of hypertension risk is crucial as it affects about 1 in 4 adults and accounts for about half of all heart diseases and stroke-related deaths globally. Traditionally, assessments can be time-consuming and prone to human error. This study proposes an Elec...